| Number of Variables | 18 |
|---|---|
| Number of Rows | 11534 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 2.2 MB |
| Average Row Size in Memory | 203.0 B |
| Variable Types |
|
| SHOTS_OFF_GOAL and CORNERS have similar distributions | Similar Distribution |
|---|---|
| OFFSIDES and YELLOW_CARDS have similar distributions | Similar Distribution |
| SHOTS_ON_GOAL is skewed | Skewed |
| SHOTS_OFF_GOAL is skewed | Skewed |
| BLOCKED_SHOTS is skewed | Skewed |
| CORNERS is skewed | Skewed |
| OFFSIDES is skewed | Skewed |
| THROW_IN is skewed | Skewed |
| GOALKEEPER_SAVES is skewed | Skewed |
| YELLOW_CARDS is skewed | Skewed |
| COMPLETED_PASSES is skewed | Skewed |
|---|---|
| TACKLES is skewed | Skewed |
| ATTACKS is skewed | Skewed |
| DANGEROUS_ATTACKS is skewed | Skewed |
| ID has a high cardinality: 11534 distinct values | High Cardinality |
| ID has constant length 10 | Constant Length |
| RED_CARDS has constant length 1 | Constant Length |
| ID has all distinct values | Unique |
| BLOCKED_SHOTS has 2159 (18.72%) zeros | Zeros |
| FREE_KICKS has 1049 (9.09%) zeros | Zeros |
| OFFSIDES has 1909 (16.55%) zeros | Zeros |
|---|---|
| THROW_IN has 8487 (73.58%) zeros | Zeros |
| GOALKEEPER_SAVES has 980 (8.5%) zeros | Zeros |
| YELLOW_CARDS has 1627 (14.11%) zeros | Zeros |
| COMPLETED_PASSES has 6326 (54.85%) zeros | Zeros |
| TACKLES has 5587 (48.44%) zeros | Zeros |
| ATTACKS has 4358 (37.78%) zeros | Zeros |
| DANGEROUS_ATTACKS has 4358 (37.78%) zeros | Zeros |
categorical
| Approximate Distinct Count | 11534 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 844.8 KB |
| Mean | 10 |
|---|---|
| Standard Deviation | 0 |
| Median | 10 |
| Minimum | 10 |
| Maximum | 10 |
| 1st row | I7XF6FSRHT |
|---|---|
| 2nd row | KGJs2ZzqHT |
| 3rd row | 6XHk0D5eHT |
| 4th row | KIrtyAcHHT |
| 5th row | EFETfITFHT |
| Count | 100078 |
|---|---|
| Lowercase Letter | 38858 |
| Space Separator | 0 |
| Uppercase Letter | 61220 |
| Dash Punctuation | 0 |
| Decimal Number | 15262 |
numerical
| Approximate Distinct Count | 67 |
|---|---|
| Approximate Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 51.2031 |
| Minimum | 18 |
| Maximum | 84 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 18 |
|---|---|
| 5-th Percentile | 33 |
| Q1 | 44 |
| Median | 51 |
| Q3 | 59 |
| 95-th Percentile | 69 |
| Maximum | 84 |
| Range | 66 |
| IQR | 15 |
| Mean | 51.2031 |
|---|---|
| Standard Deviation | 10.9384 |
| Variance | 119.6482 |
| Sum | 590577 |
| Skewness | -0.03623 |
| Kurtosis | -0.3412 |
| Coefficient of Variation | 0.2136 |
numerical
| Approximate Distinct Count | 40 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 13.4229 |
| Minimum | 0 |
| Maximum | 43 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 6 |
| Q1 | 10 |
| Median | 13 |
| Q3 | 17 |
| 95-th Percentile | 23 |
| Maximum | 43 |
| Range | 43 |
| IQR | 7 |
| Mean | 13.4229 |
|---|---|
| Standard Deviation | 5.2104 |
| Variance | 27.1484 |
| Sum | 154820 |
| Skewness | 0.6189 |
| Kurtosis | 0.6297 |
| Coefficient of Variation | 0.3882 |
numerical
| Approximate Distinct Count | 20 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 4.8972 |
| Minimum | 0 |
| Maximum | 22 |
| Zeros | 196 |
| Zeros (%) | 1.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 3 |
| Median | 5 |
| Q3 | 6 |
| 95-th Percentile | 10 |
| Maximum | 22 |
| Range | 22 |
| IQR | 3 |
| Mean | 4.8972 |
|---|---|
| Standard Deviation | 2.691 |
| Variance | 7.2413 |
| Sum | 56484 |
| Skewness | 0.7846 |
| Kurtosis | 0.8323 |
| Coefficient of Variation | 0.5495 |
numerical
| Approximate Distinct Count | 23 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 5.6258 |
| Minimum | 0 |
| Maximum | 23 |
| Zeros | 128 |
| Zeros (%) | 1.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 2 |
| Q1 | 4 |
| Median | 5 |
| Q3 | 7 |
| 95-th Percentile | 11 |
| Maximum | 23 |
| Range | 23 |
| IQR | 3 |
| Mean | 5.6258 |
|---|---|
| Standard Deviation | 2.8395 |
| Variance | 8.0629 |
| Sum | 64888 |
| Skewness | 0.7076 |
| Kurtosis | 0.8275 |
| Coefficient of Variation | 0.5047 |
numerical
| Approximate Distinct Count | 18 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 2.8998 |
| Minimum | 0 |
| Maximum | 18 |
| Zeros | 2159 |
| Zeros (%) | 18.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 3 |
| Q3 | 4 |
| 95-th Percentile | 7 |
| Maximum | 18 |
| Range | 18 |
| IQR | 3 |
| Mean | 2.8998 |
|---|---|
| Standard Deviation | 2.3842 |
| Variance | 5.6846 |
| Sum | 33446 |
| Skewness | 0.9126 |
| Kurtosis | 1.059 |
| Coefficient of Variation | 0.8222 |
numerical
| Approximate Distinct Count | 37 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 13.36 |
| Minimum | 0 |
| Maximum | 45 |
| Zeros | 1049 |
| Zeros (%) | 9.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 10 |
| Median | 14 |
| Q3 | 17 |
| 95-th Percentile | 22 |
| Maximum | 45 |
| Range | 45 |
| IQR | 7 |
| Mean | 13.36 |
|---|---|
| Standard Deviation | 6.1168 |
| Variance | 37.415 |
| Sum | 154094 |
| Skewness | -0.3953 |
| Kurtosis | 0.52 |
| Coefficient of Variation | 0.4578 |
numerical
| Approximate Distinct Count | 21 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 5.4899 |
| Minimum | 0 |
| Maximum | 20 |
| Zeros | 172 |
| Zeros (%) | 1.5% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 3 |
| Median | 5 |
| Q3 | 7 |
| 95-th Percentile | 11 |
| Maximum | 20 |
| Range | 20 |
| IQR | 4 |
| Mean | 5.4899 |
|---|---|
| Standard Deviation | 2.9676 |
| Variance | 8.8068 |
| Sum | 63320 |
| Skewness | 0.7027 |
| Kurtosis | 0.6298 |
| Coefficient of Variation | 0.5406 |
numerical
| Approximate Distinct Count | 14 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 2.1383 |
| Minimum | 0 |
| Maximum | 14 |
| Zeros | 1909 |
| Zeros (%) | 16.6% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th Percentile | 5 |
| Maximum | 14 |
| Range | 14 |
| IQR | 2 |
| Mean | 2.1383 |
|---|---|
| Standard Deviation | 1.7385 |
| Variance | 3.0225 |
| Sum | 24663 |
| Skewness | 1.063 |
| Kurtosis | 1.4959 |
| Coefficient of Variation | 0.813 |
numerical
| Approximate Distinct Count | 46 |
|---|---|
| Approximate Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 5.8366 |
| Minimum | 0 |
| Maximum | 47 |
| Zeros | 8487 |
| Zeros (%) | 73.6% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 12 |
| 95-th Percentile | 28 |
| Maximum | 47 |
| Range | 47 |
| IQR | 12 |
| Mean | 5.8366 |
|---|---|
| Standard Deviation | 10.3092 |
| Variance | 106.28 |
| Sum | 67319 |
| Skewness | 1.4386 |
| Kurtosis | 0.6308 |
| Coefficient of Variation | 1.7663 |
numerical
| Approximate Distinct Count | 15 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 2.8188 |
| Minimum | 0 |
| Maximum | 15 |
| Zeros | 980 |
| Zeros (%) | 8.5% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 3 |
| Q3 | 4 |
| 95-th Percentile | 6 |
| Maximum | 15 |
| Range | 15 |
| IQR | 3 |
| Mean | 2.8188 |
|---|---|
| Standard Deviation | 1.9407 |
| Variance | 3.7662 |
| Sum | 32512 |
| Skewness | 0.8944 |
| Kurtosis | 1.0998 |
| Coefficient of Variation | 0.6885 |
numerical
| Approximate Distinct Count | 31 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 12.7422 |
| Minimum | 0 |
| Maximum | 33 |
| Zeros | 2 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 6 |
| Q1 | 10 |
| Median | 12 |
| Q3 | 15 |
| 95-th Percentile | 20 |
| Maximum | 33 |
| Range | 33 |
| IQR | 5 |
| Mean | 12.7422 |
|---|---|
| Standard Deviation | 4.1594 |
| Variance | 17.3002 |
| Sum | 146968 |
| Skewness | 0.3703 |
| Kurtosis | 0.2075 |
| Coefficient of Variation | 0.3264 |
numerical
| Approximate Distinct Count | 10 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 1.9984 |
| Minimum | 0 |
| Maximum | 9 |
| Zeros | 1627 |
| Zeros (%) | 14.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th Percentile | 4.35 |
| Maximum | 9 |
| Range | 9 |
| IQR | 2 |
| Mean | 1.9984 |
|---|---|
| Standard Deviation | 1.405 |
| Variance | 1.9741 |
| Sum | 23049 |
| Skewness | 0.6596 |
| Kurtosis | 0.4008 |
| Coefficient of Variation | 0.7031 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 743.4 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 11534 |
numerical
| Approximate Distinct Count | 654 |
|---|---|
| Approximate Unique (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 206.9114 |
| Minimum | 0 |
| Maximum | 2288 |
| Zeros | 6326 |
| Zeros (%) | 54.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 424 |
| 95-th Percentile | 629.35 |
| Maximum | 2288 |
| Range | 2288 |
| IQR | 424 |
| Mean | 206.9114 |
|---|---|
| Standard Deviation | 245.419 |
| Variance | 60230.489 |
| Sum | 2.3865e+06 |
| Skewness | 0.653 |
| Kurtosis | -0.6514 |
| Coefficient of Variation | 1.1861 |
numerical
| Approximate Distinct Count | 36 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 8.2044 |
| Minimum | 0 |
| Maximum | 38 |
| Zeros | 5587 |
| Zeros (%) | 48.4% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 7 |
| Q3 | 16 |
| 95-th Percentile | 23 |
| Maximum | 38 |
| Range | 38 |
| IQR | 16 |
| Mean | 8.2044 |
|---|---|
| Standard Deviation | 8.7426 |
| Variance | 76.4327 |
| Sum | 94630 |
| Skewness | 0.4495 |
| Kurtosis | -1.1831 |
| Coefficient of Variation | 1.0656 |
numerical
| Approximate Distinct Count | 170 |
|---|---|
| Approximate Unique (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 68.2793 |
| Minimum | 0 |
| Maximum | 215 |
| Zeros | 4358 |
| Zeros (%) | 37.8% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 88 |
| Q3 | 115 |
| 95-th Percentile | 148 |
| Maximum | 215 |
| Range | 215 |
| IQR | 115 |
| Mean | 68.2793 |
|---|---|
| Standard Deviation | 57.1185 |
| Variance | 3262.5178 |
| Sum | 787533 |
| Skewness | -0.107 |
| Kurtosis | -1.514 |
| Coefficient of Variation | 0.8365 |
numerical
| Approximate Distinct Count | 137 |
|---|---|
| Approximate Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 33.4977 |
| Minimum | 0 |
| Maximum | 169 |
| Zeros | 4358 |
| Zeros (%) | 37.8% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 37 |
| Q3 | 56 |
| 95-th Percentile | 85 |
| Maximum | 169 |
| Range | 169 |
| IQR | 56 |
| Mean | 33.4977 |
|---|---|
| Standard Deviation | 30.7061 |
| Variance | 942.8674 |
| Sum | 386362 |
| Skewness | 0.387 |
| Kurtosis | -0.7434 |
| Coefficient of Variation | 0.9167 |